> For the complete documentation index, see [llms.txt](https://asterai.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://asterai.gitbook.io/docs/ai-agent-sdks-and-apis.md).

# AI Agent SDKs & APIs

Build Your Own Intelligent Trading Tools

For advanced users and developers, Aster AI provides an AI SDK & API suite, enabling users to create custom AI trading bots, risk analysis tools, and real-time analytics dashboards.

Through the Aster AI SDK, users can:

* Customize AI Agent Behavior – Define risk parameters, preferred trading pairs, and execution strategies.
* Access On-Chain & Off-Chain Data – Retrieve real-time token metrics, whale activity, and sentiment scoring via API.
* Integrate AI Trading Agents with External Platforms – Deploy AI bots on Telegram, Discord, or Web3 dApps for automated portfolio management.
* Develop Personalized Yield Strategies – Automate staking, farming, and liquidity management based on AI-driven optimization.

By providing an open AI development environment, Aster AI allows traders and devs to build, test, and refine AI-driven strategies, maximizing profit potential.

<br>